FINGERPRINT ENHANCEMENT BY DIRECTIONAL FOURIER FILTERING

被引:176
作者
SHERLOCK, BG
MONRO, DM
MILLARD, K
机构
[1] FINGERPRINT TECHNOL ASSOCIATES,BECKENHAM BR3 3HS,KENT,ENGLAND
[2] UNIV BATH,SCH ELECTR & ELECT ENGN,BATH BA2 7AY,AVON,ENGLAND
来源
IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING | 1994年 / 141卷 / 02期
关键词
FILTERS AND FILTERING; FINGERPRINTING;
D O I
10.1049/ip-vis:19949924
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new method of enhancing fingerprint images is described, based upon nonstationary directional Fourier domain filtering. Fingerprints are first smoothed using a directional filter whose orientation is everywhere matched to the local ridge orientation. Thresholding then yields the enhanced image. Various simplifications lead to efficient implementation on general-purpose digital computers. Results of enhancement are presented for fingerprints of various pattern classifications. A comparison is made with the enhancement used within the automated fingerprint identification system (AFIS) developed by the UK Home Office. Use of the proposed enhancement method leads to significant improvements in the speed and accuracy of the AFIS.
引用
收藏
页码:87 / 94
页数:8
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